11,449 research outputs found
Diaplectic transformation of minerals: Vorotilov drill core, Puchezh-Katunki impact crater, Russia
The Vorotilov core was drilled in the central uplift of the Puchezh-Katunki astrobleme to a depth of 5.1 km. Impactites are revealed in the rocks of the core beginning from a depth of 366 m: suevites (66 m), allogenic breccias (112 m), and autogenic breccias (deeper than 544 m). These rocks are represented by shocked-metamorphic gneisses, schists, amphibolites of Archean age, and magmatic rocks (dolerites, olivines, and peridotites) that lie between them
Extracting predictive models from marked-p free-text documents at the Royal Botanic Gardens, Kew, London
In this paper we explore the combination of text-mining, un-supervised and supervised learning to extract predictive models from a corpus of digitised historical floras. These documents deal with the nomenclature, geographical distribution, ecology and comparative morphology of the species of a region. Here we exploit the fact that portions of text in the floras are marked up as different types of trait and habitat. We infer models from these different texts that can predict different habitat-types based upon the traits of plant species. We also integrate plant taxonomy data in order to assist in the validation of our models. We have shown that by clustering text describing the habitat of different floras we can identify a number of important and distinct habitats that are associated with particular families of species along with statistical significance scores. We have also shown that by using these discovered habitat-types as labels for supervised learning we can predict them based upon a subset of traits, identified using wrapper feature selection
Nonequilibrium quantum phase transition in itinerant electron systems
We study the effect of the voltage bias on the ferromagnetic phase transition
in a one-dimensional itinerant electron system. The applied voltage drives the
system into a nonequilibrium steady state with a non-zero electric current. The
bias changes the universality class of the second order ferromagnetic
transition. While the equilibrium transition belongs to the universality class
of the uniaxial ferroelectric, we find the mean-field behavior near the
nonequilibrium critical point.Comment: Final version as accepted to Phys. Rev. Let
Vortex Plasma in a Superconducting Film with Magnetic Dots
We consider a superconducting film, placed upon a magnetic dot array.
Magnetic moments of the dots are normal to the film and randomly oriented. We
determine how the concentration of the vortices in the film depends on the
magnetic moment of a dot at low temperatures. The concentration of the
vortices, bound to the dots, is proportional to the density of the dots and
depends on the magnetization of a dot in a step-like way. The concentration of
the unbound vortices oscillates about a value, proportional to the magnetic
moment of the dots. The period of the oscillations is equal to the width of a
step in the concentration of the bound vortices.Comment: RevTeX, 4 page
Lattice dynamics and reduced thermal conductivity of filled skutterudites
The great reduction in thermal conductivity of skutterudites upon filling the
``void'' sites with Rare Earth (RE) ions is key to their favorable
thermoelectric properties but remains to be understood. Using lattice dynamic
models based on first principles calculations, we address the most popular
microscopic mechanism, reduction via rattling ions. The model withstands
inelastic neutron scattering and specific heat measurements, and refutes
hypotheses of an anharmonic RE potential and of two distinct localized RE
vibrations of disparate frequencies. It does indicate a strong hybridization
between bare La vibrations and certain Sb-like phonon branches, suggesting
anharmonic scattering by harmonic RE motions as an important mechanism for
suppression of heat conductivity.Comment: modified version resubmitted to PRB. Results unchanged, text changed
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One-loop renormalization group study of boson-fermion mixtures
A weakly interacting boson-fermion mixture model was investigated using
Wisonian renormalization group analysis. This model includes one boson-boson
interaction term and one boson-fermion interaction term. The scaling dimensions
of the two interaction coupling constants were calculated as 2-D at tree level
and the Gell-Mann-Low equations were derived at one-loop level. We find that in
the Gell-Mann-Low equations the contributions from the fermion loops go to zero
as the length scale approaches infinity. After ignoring the fermion loop
contributions two fixed points were found in 3 dimensional case. One is the
Gaussian fixed point and the other one is Wilson-Fisher fixed point. We find
that the boson-fermion interaction decouples at the Wilson-Fisher fixed point.
We also observe that under RG transformation the boson-fermion interaction
coupling constant runs to negative infinity with a small negative initial
value, which indicates a boson-fermion pairing instability. Furthermore, the
possibility of emergent supersymmetry in this model was discussed.Comment: 10 pages, 2 figure
Electrical Manipulation of Nanomagnets
We demonstrate a possibility to manipulate the magnetic coupling between two
nanomagnets with a help of ac electric field. In the scheme suggested the
magnetic coupling in question is mediated by a magnetic particle contacting
with both of the nanomagnets through the tunnel barriers. The electric field
providing a successive suppression of the barriers leads to pumping of
magnetization through the mediating particle. Time dependent dynamics of the
particle magnetization allows to to switch between ferro- and antiferromagnetic
couplings.Comment: 4 pages, 2 figure
Assuming the Risk: Tort Law, Policy, and Politics on the Slippery Slopes
Prominent jurists and legal scholars have long been critical of the doctrine of the assumption of risk, arguing that it is logically flawed and has sown confusion in the courts. This article takes a fresh look at the assumption of risk by focusing on legal conflicts over ski accidents in three ski-intensive states—Vermont, Colorado, and California. It argues that the tort doctrine of the assumption of risk remains vital, and highlights the way in which powerful political and economic actors with links to the ski industry have lobbied aggressively for state laws that codify the assumption of risk. The result has been state legislation that protects ski resort owners and operators from tort liability. By pointing to politics and economics as critical factors in the persistence of the doctrine of assumed risks, and exploring the social values implicated in the assumption of risk debate, the article deepens what has been an overly technical debate among tort law scholars and offers a way forward for future tort law scholarship on the idea of assumed risks
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